diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7f7ba22b1..55b28cc2c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,6 +10,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### New features
 
+* The new fast-scrolling data table/grid feature (`ui.output_data_frame`/`render.data_frame`) now has a filtering feature. To enable, pass the argument `filters=True` to the `render.DataTable` or `render.DataGrid` constructors. (https://github.com/rstudio/py-shiny/pull/592)
 * `shiny run` now takes a `--reload-dir <DIR>` argument that indicates a directory `--reload` should (recursively) monitor for changes, in addition to the app's parent directory. Can be used more than once. (#353)
 * The default theme has been updated to use Bootstrap 5 with custom Shiny style enhancements. (#624)
 * Added experimental UI `tooltip()`, `update_tooltip()`, and `toggle_tooltip()` for easy creation (and server-side updating) of [Bootstrap tooltips](https://getbootstrap.com/docs/5.2/components/tooltips/) (a way to display additional information when focusing (or hovering over) a UI element). (#629)